Practical Techniques for Implementing Real-Time City-Scale Video Analytics

, Senior Deep Learning Software Engineer, SK Telecom
Deepstream is an excellent SDK. Any existing AI algorithms can easily be applied, and the processing of multiple streams can be optimized effortlessly. Many aspects needed to be customized when we tried to connect it to a commercial city camera system. Deepstream can operate alone as a server, but it needs to interface with myriad other applications for actual commercial sites. We used various methods to improve the stability of the system. We added some methods to the built-in functions to improve throughput. In addition, we introduced various algorithms, particularly methods to customize deep learning models that don't have common input formats using TensorRT. We'll share our technical know-how in using Deepstream SDK to build our vision AI system, and help attendees who wish to upgrade their own AI surveillance systems using Deepstream SDK.
活动: GTC Digital Spring
日期: March 2023
话题: Computer Vision - AI Video Analytics
级别: 中级技术
行业: Smart Cities / Spaces
语言: 英语
话题: Computer Vision
所在地: